Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
Metrics
| model_type | accuracy | boyce_cont | roc_auc | tss_max |
|---|---|---|---|---|
| rf | 0.9642470 | 0.9131463 | 0.9947639 | 0.9647807 |
| bt | 0.9577465 | 0.8450326 | 0.9860239 | 0.9438422 |
| maxnet | 0.6197183 | 0.9317018 | 0.7710501 | 0.4566020 |
| gam | NA | NA | NA | 0.4454598 |
| glm | NA | NA | NA | 0.4340037 |
Variable Importance